Where's the fire extinguisher? (there ain't none?!)

Cooking a quick dinner took forever since I spilled some olive oil out of the pan and started a stinking fire down among the burners!

A semi-quick thinking roommate got pots over the burners and a slower thinking me got baking soda in case the fire wouldn't quit.